KDnuggets Home :: News » 2012 » Aug » Publications » Mining of Massive Datasets Book - revised, free to download  ( < Prev | 12:n20 | Next > )
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Mining of Massive Datasets Book - revised,
free to download

          

This excellent book by top Stanford researchers covers Data Mining, Map-Reduce, Finding similar items, Mining Data Streams, and much more. It was revised and published, but a version is still free to download

Mining of Massive Datasets The book has now been published by Cambridge University Press ( 20% discount to anyone who buys the hardcopy here ).

By agreement with the publisher, you can still download it free from
i.stanford.edu/~ullman/mmds.html

The book authors are Anand Rajaraman, @anand_raj , Jeff Ullman, and for version 1.1 also Jure Leskovec.

The book includes

  • Preface and Table of Contents
  • Chapter 1 Data Mining
  • Chapter 2 Large-Scale File Systems and Map-Reduce
  • Chapter 3 Finding Similar Items
  • Chapter 4 Mining Data Streams
  • Chapter 5 Link Analysis
  • Chapter 6 Frequent Itemsets
  • Chapter 7 Clustering
  • Chapter 8 Advertising on the Web
  • Chapter 9 Recommendation Systems
  • Chapter 10 Mining Social-Network Graphs
and you can download it from i.stanford.edu/~ullman/mmds.html

KDnuggets Home :: News » 2012 » Aug » Publications » Mining of Massive Datasets Book - revised, free to download  ( < Prev | 12:n20 | Next > )

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